What does Distributional Effects examine?

• A. How the costs and benefits of a change are distributed across different groups
• B. How AI makes skills more valuable
• C. The rate of adoption across regions
• D. The interaction between society and institutions

Answer: (A)

Distributional effects focus on who bears the costs and who reaps the benefits when a change occurs. It looks at how outcomes vary across different groups—such as by income, region, occupation, or skill level—to see whether a policy or technology widens or narrows inequalities. This kind of analysis is about equity and fairness, not just the total or average improvement. For example, a change might raise overall welfare but benefit high-skilled workers more than low-skilled workers; distributional analysis would highlight who gains and who loses and why. The other ideas describe different topics—how AI changes the value of skills, how quickly adoption spreads across regions, or how society and institutions interact—rather than how outcomes are spread across diverse groups.